Lifecycle Reports

Lifecycle Reports

From data to decisions: A deep dive into ticketing system reports


lifecycle report captures and visualises the sequential states that a ticket undergoes across its lifespan. 

For instance, when a customer submits a support ticket for a faulty product, it is initially marked as Open. It transitions to In Progress when an agent begins addressing it, may be placed on On Hold while awaiting confirmation from the warehouse, and ultimately concludes as Completed once the replacement is dispatched. It is then moved to Closed status after the issue is resolved.

The lifecycle report provides details on the duration of each phase, the person responsible for managing it, and the date it advanced to the next stage. It tracks when and how long each ticket stays in a specific status. It can also consider other factors, like the person assigned or the ticket category. Most ticketing systems offer detailed filtering. This lets organizations look at lifecycle metrics by agent and team.

What does it track?

  1. Request ID: Zoho Desk identifies and distinguishes tickets using a unique reference number called a ticket ID.
  2. Event start time: The time when the ticket status begins.
  3. Event end time: The end time of the ticket status
  4. Status updated from: The initial status of the ticket.
  5. Status updated to: The current ticket status.
  6. Duration: The duration between the transition.
  7. Duration (Business Hours): The duration between the transition in business hours.
  8. Modified by: The agent who modified the request.

What are ticket-based reports? 

Ticket-based reports are summaries created from the data collected in a help desk ticketing system. These reports focus on different aspects of ticket management and give insights into how customer support requests are handled and resolved. They usually include metrics like ticket volume trends, response times, resolution times, ticket statuses, agent and team performance, and customer satisfaction scores.

Types of lifecycle reports

Status transition: A simple solution to reduce delays 

In a streaming service company, the status lifecycle report identifies tickets that remain in the Pending Verification status for an excessive amount of time, which can negatively impact user satisfaction. For instance, a user reporting an issue with their subscription may be stuck in Pending Verification while awaiting a response from the billing team. 
 
By analyzing the lifecycle report, the company discovers that the delay arises from inefficient communication between the support and billing departments. To address this, they can implement automated notifications or escalation measures to alert the support team if a ticket remains in the Pending Verification status for an extended period. This approach will expedite resolution times and lead to enhanced user satisfaction.

Agent transition: Enhancing agents' accountability

In a travel agency, tickets concerning flight changes often require collaboration among different agents, such as those handling customer service and ticketing. By using the agent lifecycle report, managers can assess how long each agent spends on flight-related tickets. 
 
For example, if an agent consistently takes longer to resolve these tickets than their colleagues, this data helps identify potential weaknesses in their process. The manager can then provide focused training through an internal knowledge base or redistribute tickets more evenly using assignment algorithms. By optimizing the distribution of work and offering targeted support, agents can improve their ticket handling efficiency, reduce delays, and resolve requests more swiftly.

Team transition: Supporting cross-team collaboration

A food delivery service frequently encounters tickets transitioning between the Customer Support and Delivery teams, especially for order-related inquiries. By analyzing the team lifecycle report, they can identify how long tickets linger with each team and determine whether delays stem from the Delivery team. 
 
To address this, the company can implement time-based automation protocols that activate when tickets move to the Delivery team. This will facilitate quicker acknowledgement and necessary actions, minimize resolution times, and significantly improve the customer experience.

Department transition: Simplifying complex issues

A university admissions office handles support tickets that involve multiple departments, including Admissions, Financial Aid, and Academic Advising. By utilizing the department lifecycle report, they find that tickets regarding financial aid often take longer than anticipated during the transition from Admissions to Financial Aid. 
 
The report uncovers that inefficient handoffs between these departments are contributing to the delays. To enhance this process, the university can establish automation protocols that streamline information transfer between departments, thus minimizing bottlenecks and ensuring that all essential details are passed along seamlessly.

Components

Status transitions

This tracks the movement of tasks, tickets, or items through various defined states, such as New, In Progress, On Hold, and Resolved. Watching these status changes helps managers understand the process flow, identify where delays occur, and confirm that each phase is being handled appropriately.

Time spent per status

This measures how long an item stays in each status before moving on. Calculating the time spent reveals bottlenecks, identifies inefficient stages, and guides efforts to shorten cycle times and accelerate overall resolution or delivery.

Agent and team analysis

This component breaks down performance metrics for individual agents and teams. It provides insights into productivity, workload distribution, and effectiveness. It helps with targeted training, balanced workload allocation, and recognizing top performers within the lifecycle.

Work schedule adjustments

Using lifecycle data, this part checks if current staffing and schedules match workload patterns. It helps optimize shifts and resource availability. This helps avoid both over-staffing and under-staffing, ensuring demand is met and wait times are reduced.

Report and visualization

This presents the collected data through detailed reports and graphs, such as charts and dashboards. This makes complex lifecycle information easy to understand and share. Visuals help identify trends, issues, and opportunities for improvement quickly and effectively.

Benefits

Identify workflow bottlenecks

Lifecycle reports reveal the stages or processes where delays or inefficiencies occur. By pinpointing these bottlenecks, organizations can investigate causes and implement targeted improvements to keep work flowing smoothly and avoid stagnation.

Measure team performance

These reports provide precise data on how teams or individuals are performing against defined metrics such as ticket resolution, project progress, or task completion rates. They enable team leads to assess productivity objectively, identify high performers, and address performance gaps with evidence-based insights.

Improve resolution time

Tracking the lifecycle of tasks or tickets highlights opportunities to shorten turnaround times, such as by automating repetitive steps, reallocating workload, or streamlining approval chains. Accelerating resolution improves customer satisfaction and operational efficiency.

Support continuous improvement

Lifecycle reporting creates a feedback loop where ongoing data collection drives iterative refinement. Organizations use insights from past performance to refine processes, adopt best practices, and innovate workflows that adapt to changing demands and evolving goals.

Optimize resource allocation

With clear visibility into workload distribution, resource utilization, and process timing, lifecycle reports enable managers to assign the right people, apply the right technology, and allocate their budget where those resources are needed most. 

Takeaway

Using a lifecycle report in a help desk ticketing system is essential for operational success. It offers a clear, data-driven view of each stage in the ticket process, from issue intake to resolution. This enables teams to identify delays and reduce resolution times. 

The insights from the report support better resource allocation and enable help desks to provide faster and more consistent support experiences. This leads to higher customer satisfaction and boosts productivity and efficiency in a scalable way.

 

Stay tuned for more articles in our Desk Reports series.

 

Regards,

 

Kavya Rao

The Zoho Desk Team



InfoManaging a help desk involves complex responsibilities, such as identifying bottlenecks, minimising errors, and evaluating team performance for seamless service delivery. To do this effectively, access to comprehensive analytics and real-time insights is crucial. Zoho Desk streamlines these tasks by also providing detailed analytics and live reports through the Radar app, allowing managers to make informed decisions anytime, anywhere. Download now!

      Zoho Campaigns Resources


        • Desk Community Learning Series


        • Digest


        • Functions


        • Meetups


        • Kbase


        • Resources


        • Glossary


        • Desk Marketplace


        • MVP Corner


        • Word of the Day


        • Ask the Experts


          • Sticky Posts

          • Zoho Desk Partners with Microsoft's M365 Copilot for seamless customer service experiences

            Hello Zoho Desk users, We are happy to announce that Zoho Desk has partnered with Microsoft's M365 to empower customer service teams with enhanced capabilities and seamless experiences for agents. Microsoft announced their partnership during their keynote
          • WhatsApp pricing changes: Pay per message starting July 1, 2025

            Starting July 1, 2025, WhatsApp is shifting from conversation-based pricing to per-message billing. That means every business-initiated message you send will count. Not just the first one in a 24-hour window. Pricing updates on the WhatsApp Business Platform
          • Live Webinar - Work smarter with Zoho Desk and Zoho Workplace integration

            Hello customers! Zoho Desk and Zoho Workplace are coming together for a webinar on 14th May, 2024. Zoho Workplace is a suite of productivity apps for email, chat, docs, calls, and more at one single place. Zoho Desk is closely integrated with a few tools
          • Apple iOS 17 and iPadOS 17 updates for Zoho Desk users

            Hello Zoho Desk users! Apple recently announced the release of iOS 17 and iPad OS 17. These latest OS updates will help you stay productive and efficient, through interactive and seamless user experiences. Zoho Desk has incorporated the updates to help
          • Zoho Desk Cheat Sheet For The Year-End

            Check out these Zoho Desk best practices to end this year on a high and have a great one ahead! #1 Set Business (Holiday) Hours - If you have limited working hours, please make sure you restrict your business hours or set them as holidays for the coming days. Let your customers know when you will, and won't, be available. #2 Update the Annual Holiday List - Check the holidays for the new year and update the holiday schedule. Usually, holidays from the current year will be carried over for the next

          Zoho CRM Plus Resources

            Zoho Books Resources


              Zoho Subscriptions Resources

                Zoho Projects Resources


                  Zoho Sprints Resources


                    Zoho Orchestly Resources


                      Zoho Creator Resources


                        Zoho WorkDrive Resources



                          Zoho CRM Resources

                          • CRM Community Learning Series

                            CRM Community Learning Series


                          • Tips

                            Tips

                          • Functions

                            Functions

                          • Meetups

                            Meetups

                          • Kbase

                            Kbase

                          • Resources

                            Resources

                          • Digest

                            Digest

                          • CRM Marketplace

                            CRM Marketplace

                          • MVP Corner

                            MVP Corner




                            Zoho Writer Writer

                            Get Started. Write Away!

                            Writer is a powerful online word processor, designed for collaborative work.

                              Zoho CRM コンテンツ




                                ご検討中の方

                                  • Recent Topics

                                  • Assistance Needed with Prospect Conversion Issue

                                    Hi, I attempted to convert a prospect to an account, but received a pop-up notification indicating that the contact information matches an existing contact. I selected the option to add it to the existing contact, but it appears the prospect was not successfully
                                  • Mail Merge - unable to send more than 50 email

                                    Hi, I've subscribed to the pay email service because of the Mail Merge feature. However, I've found that this feature only allow to send up to 50 emails. I've to attach a screenshot for your reference. This limitation is not mentioned anywhere in service.
                                  • Zoholics Europe 2025: Your Ultimate Data Analysis (Zoho Analytics) Workshop Experience

                                    Why should you attend? This year, Zoholics Europe 2025 is putting data analysis centre stage. With a dedicated workshop designed to answer all your data-related questions, you’ll gain practical skills, real-time solutions, and expert insights that you
                                  • UK payroll entries

                                    Hey guys, Nett payroll payments are imported direct into the bank, using an external payroll system (will be glad for Zoho to have a UK payroll app) At present I have monthly recurring bills for HMRC which are auto entered & paid when due. This seems
                                  • Reverse Charge Services (Non-EU) Showing Correctly in 84/85 and 67, But Missing in Box 46 - Germany

                                    Hi, I'm located in Germany and I’ve set up my expenses for non-EU services (e.g., OpenAI, DeepSeek) under the reverse charge mechanism (§ 13b UStG) in Zoho Books, and I noticed some discrepancies in the VAT Summary Report. What’s Correct: Reverse Charge
                                  • Zoho Live Chat/Support

                                    What is going on with Zoho support lately? I've tried to use the live chat feature 4 different times and it refuses to connect to any (despite waiting over 30 minutes one of the tries). I finally gave up and emailed my question nearly a week ago and still
                                  • Can we have a module to records Certificate No and TDS rates for Lower TDS Certificates by the vendors ?

                                    Can we have a module to records Certificate No and TDS rates for Lower TDS Certificates by the vendors ?
                                  • Tip #38- Track Organizational Changes: A Guide to Using Action Log Viewer- 'Insider Insights'

                                    Hello Zoho Assist Community! Ever needed to trace who did what and when within your remote support operations? Let’s say your support team is growing, and you want to monitor key activities like settings updates, user invites, module changes, or permission
                                  • Answer Bot - Issues with language recognization

                                    When a user enters the phrase "gift vouchers" into the chatbot as their first message, the bot responds in French, even though: The default bot language is set to English The user's browser language settings are set to English All translate settings in
                                  • Tip of the Week #67– Avoid confusion – Mark duplicate threads.

                                    When customers send the same message to multiple email addresses, such as support@ and sales@, your team may end up seeing the same message in different inboxes. This creates confusion, risks double replies, and clutters your workspace. Use the Mark as
                                  • Final Reminder: Discontinuation of Older ASAP Widgets and Mobile SDK Support

                                    We launched the new ASAP Help Widget last year, introducing a unified and enhanced experience. Since then, older configurations have been placed in read-only mode, with all major updates and improvements built exclusively on the new version. As part of
                                  • Zoho Subscriptions -- Zoho Commerce integration

                                    Is there integration between Zoho Subscriptions and Zoho Commerce? I would like to create subscription plans in Zoho Subscritpions and list them for on my Zoho Commerce store.
                                  • Website show Blank white screen

                                    Customer called me to tell me my website is currently down upon review it shows a white screen however I can access everything via editor. JITCADCAM.com
                                  • How manufacturing analytics can transform your enterprise with Zoho Projects Plus

                                    Did you know that every single car is made up of 30,000 to 40,000 individual parts? All of these are manufactured meticulously in various facilities before being assembled into one. The global manufacturing industry spans a wide range from delivering
                                  • Customize your SalesIQ live chat with Custom CSS and blend it with your website design

                                    Hi everyone. Hope you all are having a great day! SalesIQ offers various inbuilt customization choices for your chat widget and window like changes in colour, theme, font etc. Although these choices are many, sometimes they may not match with the design
                                  • From Email Address When Replaying to Missed Chats

                                    One of the most common things we do is follow up on every missed chat.  Missed chats are like money in the bank, people just waiting for your response and to start a relationship with our companies. However, SalesIQ only lets you respond from 1 email address from your entire account?! We have happily paid for 4 subscriptions, but our users cannot reply from their own email address?  How are we supposed to build customer relationships? The fix to this issue is so simple, just load in the logged in
                                  • Narrative 6 - The impact of rebranding

                                    Behind the scenes of a successful ticketing system - BTS Series Narrative 6 - The impact of rebranding Every organization has invested in branding to set itself apart, and that should be reflected in the help desk. Zoho Desk enables organizations to apply
                                  • custom color palette for picklist in Sheet

                                    Migrating over from Google Sheets and missing the ability to customize the individual item colors of my picklist/dropdown menus. Is this something that is possible? A search showed me creating a custom color palette in Analytics is possible but I am not
                                  • What's New - July 2025 | Zoho Backstage

                                    Start smart, end strong. From knowing who’s coming to celebrating who showed up, July’s updates help you run events that feel organized from the first invite to the final thank you. Planning an event used to be like writing a choose-your-own-adventure
                                  • Image Upload Field API get encrypted ID and sequence number

                                    Hello is there a way to extract the encrypted id and sequence number from image upload fields through the Zoho CRM API? I created a custom script with javascript within Zoho CRM, but I want to extract the encrypted id and sequence number for all my images
                                  • Attention: Changes to 10DLC TCR pricing and new authentication requirements

                                    Hi everyone, Starting August 1, 2025, The Campaign Registry (TCR) is introducing new pricing changes and a mandatory brand verification process called Authentication+ 2.0, which will affect how you register and manage your 10DLC messaging services. These
                                  • Better Time Tracking

                                    We need better time tracking customization for IT MSPs. We also need reporting that is built in, rather than having to try and fumble with creating custom reports. We also need to be able to mark whether a ticket has been billed or not, I don't think
                                  • Scheduled Tickets Need Updated

                                    There is a very clunky manual way to create reoccurring scheduled tickets. This should be created to be easy for the administrator to create. We create several (10 to 12) reoccurring tickets per account for biweekly and monthly auditing purposes.. The
                                  • Team Feeds Improvements

                                    Team Feeds needs to show a feed of every action within the department. Currently it seems that the feed will only show a ticket that I've personally commented on or interacted with/followed. A feed should be that, a feed. As a manager I would like to
                                  • Better Security, Better User Experience | Help Center Update | June'25

                                    As part of our commitment to enhancing user experience and security, we are happy to announce updates to our authentication mechanism. This update introduces several key enhancements designed to improve the password recovery process and streamline the
                                  • Upload Logo to Account Page

                                    It would be nice to set a logo for an Account
                                  • View Agent Collision on Ticket List Page

                                    It would be nice from the ticket listing page (views) to see what agents are working on what tickets rather than having to click into each ticket throughout the day to see what agents are working on what tickets. This functionality would also be desired
                                  • Restrict user from viewing the detail standard view

                                    Is there any way to restrict a user(it can be user-field-based) from viewing the detail standard view? Basically, I have created a canvas detailed view so that on some conditions I can hide some data from the users but the standard view client script
                                  • Upload Picture to Contact

                                    It would be nice to upload a profile picture to a contact.
                                  • Allowing Pictures for Client Contacts

                                    Do you have any plans to allow us to add pictures of our client contacts? There is a silhouette of a person there now, but no way that I can see where I can actually add a picture of the individual.
                                  • Agent name Alias

                                    I am seeing that Full name of my staffs are written on every ticket response which is not good for some reasons. It is possible to user like this: Manny P. (First Name with Last Name's First Letter) or  Manny (First Name) This is want we want to show
                                  • Unable to add attachments to tickets through Desk API

                                    I able to use the Desk API to generate tickets. However when I try to use the tickets/{ticketId}/attachments endpoint, I always get an Unauthorized error. My app has Desk.Tickets.ALL included in its scope so this should not be an issue
                                  • What's wrong with this COQL?

                                    What's wrong with this COQL? Code returns "invalid operator found". SELECT id, Name, Stage, Account, Created_Time, Tag FROM Production_Orders WHERE (Account = '4356038000072566002' AND Stage NOT LIKE '%customer%') ORDER BY Created_Time DESC LIMIT 200
                                  • [Feature Request] Add support for internationalized top-level domains mail hosting

                                    This is an important request to add support for internationalized domains mail hosting to https://www.zoho.com/mail/ In this case, that is only limited to domain name/mail address however currently it's already possible for us send mails etc using below
                                  • Add Enable/Disable to Field Rules and other Rules

                                    Hi, Sometimes I have rules setup for fields, and until I want to enable them for use, I can set the fields to Hidden but rules still show them, today you have to delete rules and then recreate them again, would be nice to have a toggle for Enabled/Disabled
                                  • Syncing stuck for days

                                    Hello when I made an account a few days ago and synced all my notes to it, it is still syncing. My app is only 400mb so I do not know why it is taking so long. Please help
                                  • Workflow runs on every edit despite not ticking the field repeat this workflow whenever a parent is edited.....

                                    Hi, It is my understanding that this workflow should only trigger once. Why is this triggering on every edit of the field? Based on another support query - directly from Zoho, If i tick the box 'repeat this workflow whenever a parent is edited' it should
                                  • How do you add or update tags on Zoho CRM records via n8n? (Workarounds or best practices?)

                                    Hi all, I’m running into some limitations with the Zoho CRM node in n8n and was wondering how others have handled this: From what I see, the standard Zoho CRM node in n8n doesn’t allow you to add or update tags when creating or updating contacts/leads.
                                  • API PARAMETER FOR TICKET CLOSED TIME

                                    Hi, Is there a parameter for filtering tickets by closed time in zoho api, i can see closed time in the API response i get, but can't get tickets by that field while calling. Regards, Anvin Alias
                                  • Reply to email addresses wrong.

                                    I have setup my Zoho mail account using my main domain and I also have an Alias setup from a different domain. In Settings - Mail - Compose I have selected to the option "For replies, send using The same email address to which the email was sent to".
                                  • Next Page